Related Experiment Video
Updated: Oct 12, 2025

Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
Evidence for exon shuffling is sensitive to model choice.
Xiaoyue Cui1, Maureen Stolzer2, Dannie Durand3
1Department of Computational Biology, Carnegie Mellon University, 4400 Fifth Avenue, Pittsburgh, PA 15213, USA.
The choice of statistical models significantly impacts the study of exon shuffling. A uniform null model overestimates the role of exon shuffling in protein evolution, especially in fungi.
Area of Science:
- Evolutionary biology
- Genomics
- Molecular evolution
Background:
- Exon shuffling is a proposed mechanism for protein evolution, suggesting introns facilitate new domain combinations.
- This theory predicts introns are preferentially located near protein domain boundaries.
- Previous studies tested this by comparing intron-domain boundary correspondence against chance positioning.
Purpose of the Study:
- To investigate how the selection of a null model influences the statistical significance of exon shuffling.
- To adapt and apply more realistic null models for genome-wide analyses.
- To evaluate the impact of different null models on assessing exon shuffling across diverse genomes.
Main Methods:
- Extended single-gene null models for genome-wide analyses.
- Applied these models to 21 metazoan and fungal genomes.
- Compared results obtained using a uniform null model versus more realistic null models.
Main Results:
- The uniform null model fails to accurately represent exon lengths and significantly underestimates chance agreement.
- This uniform model overestimates the significance of intron-domain correspondence by up to 100 orders of magnitude.
- Model choice had a more pronounced effect on exon shuffling assessment in fungal genomes compared to metazoan genomes.
Conclusions:
- The uniform null model is overly permissive and may lead to exaggerated conclusions about the role of exon shuffling in multidomain protein evolution.
- Different evolutionary conclusions regarding exon shuffling were reached for seven of the 16 fungal genomes studied based on model choice.
- Genome-wide studies should carefully consider and validate their chosen null models to accurately assess evolutionary mechanisms.
More Related Videos
05:47Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
05:51A Strategy to Identify de Novo Mutations in Common Disorders such as Autism and Schizophrenia
Published on: June 15, 2011
Related Concept Videos
Exon Recombination
Exon shuffling follows “splice frame rules.” Each exon...
Mutation, Gene Flow, and Genetic Drift
Alternative RNA Splicing
There are five types of alternative RNA splicing that vary in the ways the pre-mRNA segments are removed or retained in the mature mRNA. The first...
Mismatch Repair
The Mutator Protein Family Plays a Key Role in DNA Mismatch Repair
The human genome has more than 3 billion base pairs of DNA per cell. Prior to cell division, that vast amount of genetic...
Point and Frameshift Mutations
RNA Splicing